Tue Oct 23 14:00:20 2018
The raster GIS layer on Goats (2010) described in this document are part of the Gridded Livestock of the World database (GLW v3.1).
The GLW database was developped to meet three objectives:
Two main methods have been described in the litterature for distributing census data at the pixel level. The areal-weighted (AW) method simply considers that all pixels of the census area are equally suitable, and assign them an equal weight. It simply corresponds to the density of animals per km2 in the census unit multiplied by the pixel area. The dasymetric method (DA) assigns different weights to different pixels based on high resolution environmental predictor variables and Random Forest models, and the animal census counts are distributed according to these weights.
The AW and DA GLW global distribution data fit different purposes. The DA GLW models provide an estimate of how livestock species may be distributed within census areas. However, spatial predictors (e.g. human population density, vegetation indices, topography, etc.) that are used to derived the downscaling weights may introduce some uncontrolled counfonding effects for users willing to quantify the effect of livestock alongside these spatial predictors on an outcome. Similarly, the DA models may introduce circularity for users willing to use livestock data to study their impact on some these spatial factors, such as land-use, for example. The AW GLW models are free of any influence of spatial predictor variables, but produces more unrealistic distribution patterns, especially in large census areas containing a wide range of different land-use and farming conditions.
This report presents snapshots and links to high resolution maps of the different data layers available with the GLW v3.1 data package for Goats (2010). Three GIS layers are provided, as geotiff, with an extent of X:-180 to 180 / Y:-90 to 90, a resolution of 0.083333 decimal degrees, and with the projection CRS “+proj=longlat”:
Note that the snapshot below were produced in the equal-area pseudocylindrical Eckert IV projection for a proper representation of densities. The standard lat/long visualisation of global raster data tend to visually over-represent animal densities in pixels located in northern latitudes as they cover a much lower surface on earth than those close to the equator. Altough the data files are distributed in lat/long, we recommend the use of an equal-area projection for displaying our livestock density data.
A high-resolution version can be visualised here.
The average spatial resolution (ASR) gives an estimate of the average resolution of each spatial unit used to build the GLW models. It is estimated, for each country as \(\sqrt[root]{Area/N_u}\), where Area is the surface of the country in square km, and \(N_u\) is the number of sub-national units per country.
The following histogram and maps show the year of sub-national census data used for the GLW models.
The following plot shows the goodness of fit metrics of the predictions summarized by continent and polygon size. Note that these GOF are all established through cross-validation, i.e. by measuring the correlation between observed and predicted animal numbers (log10-transformed) in polygons that were not used to train the Random Forest models (see Nicolas et al. 2015, for details). Note that some values are supported by a very low number of polygons (indicated by the np, which is the mean number of polygons used to estimate the correlation between observed and predicted values at each bootstrap).
The GLW database was originally described by Wint & Robinson (GLW v1, 2007) and used the DA method with weights quantified through stratified multiple regressions. The modelling procedure was automated and standardized for GLW v2 (Robinson et al. 2014) and the methodology used to derived the weights was recently improved by replacing stratified linear regression by Random Forest for producing GLW v3.0 (Nicolas et al. 2016). This dataset is described in full in Gilbert et al. (2018).
| Country | ASR | Year | Census | FAOSTAT | Source | |
|---|---|---|---|---|---|---|
| AFG | Afghanistan | 43.5 | 2003 | 7,216,121 | 6,789,000 | Ministry of Agriculture, Irrigation and Livestock of Afghanistan |
| DZA | Algeria | 220.1 | 2002 | 2,875,820 | 4,287,300 | Direction des Services Vétérinaires - Ministère de l’Agriculture et du Développement rural, 2003 |
| AZE | Azerbaijan | 34.8 | 2014 | 656,319 | 620,644 | The State Statistical Committee of the Republic of Azerbaijan |
| ALB | Albania | 28.2 | 2012 | 810,133 | 775,000 | Ministry of Agriculture, Food and Consumer Protection, Albania |
| ARM | Armenia | 52.0 | 2015 | 31,891 | 29,687 | National Statistical Service of the Republic of Armenia |
| AND | Andorra | 8.2 | 2012 | 371 | NA | Departament d’Estadística, Govern d’Andorra |
| AGO | Angola | 264.0 | 2013 | 4,164,696 | 3,844,786 | CountrySTAT - Food and agriculture data network |
| ARG | Argentina | 75.6 | 2008 | 3,720,469 | 4,037,036 | Instituto Nacional de Estadística y Censos. Argentina |
| AUS | Australia | 115.4 | 2011 | 555,812 | 3,500,000 | Australian Bureau of Statistics |
| AUT | Austria | 29.2 | 2010 | 80,894 | 68,188 | Statistics Austria |
| BWA | Botswana | 149.5 | 2014 | 1,605,642 | 1,937,971 | Central Statistics Office Republic of Botswana |
| BEL | Belgium | 26.7 | 2010 | 31,560 | 22,000 | Directorate-General Statistics Belgium |
| BGD | Bangladesh | 17.4 | 2008 | 16,191,517 | 51,400,000 | Bangladesh Bureau of Statistics |
| BLZ | Belize | 61.0 | 2011 | 823 | 180 | World Organisation for Animal Health - OIE |
| BIH | Bosnia and Herzegovina | 68.2 | 2009 | 70,604 | 64,250 | Federal office of Statistics, Federation of Bosnia and Herzegovina |
| BOL | Bolivia | 59.4 | 2013 | 3,737,024 | 2,199,018 | Instituto Nacional de Estadística, Bolivia |
| MMR | Myanmar (Burma) | 45.9 | 2011 | 3,782,501 | 3,421,121 | Livestock Breeding and Veterinary Department (LBVD), Ministry of Livestock Breeding and Fisheries, Yangon,Myanmar |
| BEN | Benin | 38.9 | 2013 | 860,000 | 1,605,000 | CountrySTAT - Food and agriculture data network |
| BLR | Byelarus | 41.9 | 2011 | 72,312 | 75,000 | National Statistical Committee of the Republic of Belarus |
| BRA | Brazil | 39.4 | 2014 | 8,224,507 | 9,312,784 | Istituto Brasileiro de Geografia e Estatistica |
| BTN | Bhutan | 13.8 | 2013 | 39,256 | 43,134 | Ministry of Agriculture and Forest, Royal Government of Bhutan |
| BGR | Bulgaria | 20.7 | 2010 | 388,291 | 360,822 | Ministry of Agriculture and Forestry - Agrostatistics Directorate, Bulgaria |
| BDI | Burundi | 15.2 | 2005 | 1,126,579 | 2,145,013 | Direction Provinciale de l’Agriculture et de l’Elevage, Burundi (DPEA) |
| CAN | Canada | 43.7 | 2011 | 172,241 | 30,000 | Statistics Canada |
| KHM | Cambodia | 31.2 | 2011 | 564 | NA | Ministry of Agriculture, Forestry and Fisheries |
| TCD | Chad | 246.8 | 2013 | 6,287,562 | 6,700,000 | World Organisation for Animal Health - OIE |
| LKA | Sri Lanka | 51.6 | 2014 | 303,888 | 373,465 | Agriculture and Environment Statistics Division, Department of Census and Statistics, Sri Lanka |
| COG | Congo | 213.1 | 2000 | 49,159 | 320,000 | Ministere de l’Agriculture et de l’Elevage |
| COD | Zaire | 509.9 | 2004 | 6,202,825 | 4,052,169 | Centre for Ticks and Tick-Borne Diseases, Malawi |
| CHN | China | 63.3 | 2006 | 190,964,383 | 195,650,000 | National Bureau of Statistics of China |
| CHL | Chile | 50.2 | 2007 | 705,527 | 750,000 | Instituto Nacional de Estadísticas, Chile |
| CMR | Cameroon | 235.2 | 2006 | 1,134,772 | 4,450,000 | CountrySTAT - Food and agriculture data network |
| COM | Comoros | 23.7 | 2004 | 181,000 | 120,000 | FAO Animal Production and Health Division, Emergency Centre for Transboundary Animal Diseases, Socio Economics, Production and Biodiversity Unit |
| COL | Colombia | 189.2 | 2014 | 1,088,937 | 1,112,000 | World Organisation for Animal Health - OIE |
| MNP | Northern Mariana Islands | 11.3 | 2007 | 130 | NA | National Agricultural Statistics Service - United States Department of Agriculture |
| CRI | Costa Rica | 85.8 | 2014 | 12,852 | 5,050 | Instituto Nacional de Estadística y Censos, Costa Rica |
| CUB | Cuba | 89.5 | 2012 | 585,131 | 938,100 | Oficina Nacional de Estadísticas, República de Cuba |
| CPV | Cape Verde | 15.4 | 2004 | 148,094 | 231,400 | Directorate of livestock |
| COK | Cook Islands | 15.8 | 2011 | 4,388 | 1,010 | Ministry of Agriculture, Cook Islands Government |
| CYP | Cyprus | 41.0 | 2010 | 241,636 | 307,428 | Statistical Service of Cyprus |
| DNK | Denmark | 210.5 | NA | 2,008 | NA | -9999 |
| ECU | Ecuador | 34.8 | 2000 | 178,191 | 134,825 | Project SICA, Agricultural Information System, Ministry of Agriculture and Livestock, Ecuador |
| EGY | Egypt | 191.1 | 2010 | 4,174,993 | 4,174,986 | Central Agency for Public Mobilization and Statistics, Egypt |
| IRL | Ireland | 51.8 | 2010 | 10,520 | 10,500 | Central Statistical Office Ireland |
| EST | Estonia | 55.0 | 2010 | 3,669 | 3,900 | Statistikaamet Statistical Office of Estonia |
| ERI | Eritrea | 45.9 | 2002 | 4,661,761 | 1,750,000 | Environmental Research Group Oxford (ERGO) |
| SLV | El Salvador | 9.9 | 2007 | 6,983 | 15,000 | Ministerio de Economía - El Salvador |
| ETH | Ethiopia | 45.5 | 2002 | 23,095,013 | 22,786,946 | Central Statistical Authority, Ethiopia |
| CZE | Czech Republic | 32.1 | 2010 | 16,818 | 22,486 | Czech Statistical Office |
| GUF | French Guiana | 63.6 | 2010 | 1,077 | 1,984 | Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France |
| FIN | Finland | 30.7 | 2014 | 2,115 | 4,890 | Natural Resources Insitute, Finland (Luke) |
| FJI | Fiji | 34.6 | 2009 | 100,695 | 250,500 | Department of Agriculture Economic Planning and Statistic Division, Fiji |
| FLK | Falkland Islands (Islas Malvinas) | 63.3 | 2010 | 149 | NA | Department of Agriculture, Falkland Islands Government |
| FRA | France | 76.0 | 2010 | 1,390,980 | 1,434,511 | Ministère de l’Agriculture, de l’Agroalimentaire et de la Forêt, France |
| GMB | Gambia, The | 17.4 | 2001 | 228,404 | 352,000 | Agricultural Statistics and Resources Economics Unit (ASRE), Government of the Gambia |
| GAB | Gabon | 172.1 | 2002 | 90,002 | 95,000 | Environmental Research Group Oxford, ERGO |
| GEO | Georgia | 31.7 | 2004 | 97,824 | 71,500 | National Statistics Office of Georgia |
| GHA | Ghana | 46.7 | 2005 | 6,193,315 | 4,855,000 | FAO-RIGA |
| DEU | Germany | 95.6 | 2010 | 124,200 | 150,000 | Federal Statistical Office of the Federal Republic of Germany |
| GLP | Guadeloupe | 18.3 | 2010 | 7,533 | 20,000 | Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France |
| GUM | Guam | 5.4 | 2002 | 72 | 700 | National Agricultural Statistics Service - United States Department of Agriculture |
| GRC | Greece | 50.9 | 2013 | 3,654,794 | 4,850,000 | Hellenic Statistical Authority |
| GTM | Guatemala | 18.2 | 2003 | 50,152 | 128,000 | Instituto Nacional de Estadística, Guatemala |
| GIN | Guinea | 86.3 | 2002 | 1,119,001 | 1,931,500 | Service National des Statistiques Agricoles - Ministère de l’Agriculture, de l’Elevage et des Fôrets |
| GZS | Gaza Strip | 8.5 | 2004 | 11,547 | NA | Palestinian Central Bureau of Statistics. Ramallah, Palestine |
| HTI | Haiti | 14.5 | 2009 | 2,110,599 | 1,910,000 | Ministère de l’Agriculture des Ressources Naturelles et du Dévelopement Rural (MARNDR) - République d’Haïti |
| HRV | Croatia | 10.2 | 2003 | 203,340 | 75,000 | Croatian Bureau of Statistics |
| HUN | Hungary | 68.2 | 2010 | 91,460 | 58,000 | Hungarian Central Statistical Office |
| IDN | Indonesia | 65.6 | 2013 | 13,490,562 | 16,620,000 | Badan Pusat Statistik, Republik Indonesia |
| IND | India | 72.8 | 2012 | 151,023,872 | 137,321,000 | Department of Animal Husbandry, Dairying & Fisheries - Ministry of Agriculture - Government of India |
| IRN | Iran | 241.0 | 2012 | 22,094,251 | 22,300,000 | Statistical Centre of Iran |
| ISR | Israel | 73.8 | 2002 | 32,559 | 100,000 | Central Bureau of Statistics, Agriculture Division |
| ITA | Italy | 6.1 | 2010 | 754,209 | 961,000 | Istituto Nazionale di Statistica |
| CIV | Ivory Coast | 130.6 | 2001 | 884,603 | 1,324,377 | Ministere de l’Agriculture et de Ressources Animales, Direction de la Programmation, Côte d’Ivoire |
| IRQ | Iraq | 155.9 | 2010 | 1,476,845 | 1,519,000 | World Organisation for Animal Health - OIE |
| JPN | Japan | 89.2 | 2013 | 19,454 | 15,000 | World Organisation for Animal Health - OIE |
| JAM | Jamaica | 29.2 | 2009 | 420,188 | 490,000 | Agricultural Business Information System, Jamaica |
| JOR | Jordan | 40.8 | 2007 | 559,006 | 751,730 | Department of Statistics, Jordan |
| KEN | Kenya | 60.5 | 2009 | 27,740,153 | 28,174,158 | Kenya National Bureau of Statistics |
| KGZ | Kyrgyzstan | 168.8 | 2003 | 945,151 | 942,484 | National Statistic Committee of Kyrgyzstan |
| KOR | South Korea | 78.8 | 2013 | 256,211 | 243,520 | World Organisation for Animal Health - OIE |
| KWT | Kuwait | 75.4 | 2013 | 153,391 | 181,611 | Central Statistical Bureau, State of Kuwait |
| KAZ | Kazakhstan | 426.3 | 2012 | 2,821,328 | 2,708,901 | Agency of Statistics of the Republic of Kazakhstan |
| LAO | Laos | 40.8 | 2011 | 212,539 | 367,000 | Department of Livestock and Fisheries |
| LBN | Lebanon | 45.0 | 2010 | 403,860 | 403,861 | Ministry of Agriculture, Lebanon |
| LVA | Latvia | 49.8 | 2010 | 12,217 | 13,200 | Central Statistical Bureau of Latvia |
| LTU | Lithuania | 35.0 | 2010 | 14,988 | 14,700 | Lietuvos Statistikas Departamenta |
| LBR | Liberia | 80.2 | 2010 | 96,750 | 338,300 | Liberia Institute of Statistics & Geo-Information Services |
| SVK | Slovakia | 26.2 | 2011 | 34,053 | 35,686 | Statistical Office of the Slovak Republic |
| LIE | Liechtenstein | 8.7 | 2009 | 452 | 416 | Amt für Statistik Liechtenstein |
| LSO | Lesotho | 55.3 | 2013 | 824,699 | 875,184 | Bureau of Statistics of Lesotho |
| LBY | Libya | 260.1 | 2013 | 1,250,315 | 2,700,000 | Ministry of Agriculture, Animal & Marine Wealth |
| MDG | Madagascar | 75.5 | 2005 | 1,218,219 | 1,410,800 | Ministere de l’Agriculture, Secretariat General, Direction de la Prevision et des Etudes Economiques, Madagascar |
| MTQ | Martinique | 6.2 | 2010 | 2,737 | 4,461 | Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France |
| MDA | Moldova | 27.9 | 2013 | 131,840 | 111,155 | Statistica Moldovei |
| MYT | Mayotte | 19.7 | 2010 | 11,500 | NA | Agreste la Statistique Agricole, Le Ministère de l’Agriculture, de l’Alimentation, de la Pêche et de la Ruralité, France |
| MNG | Mongolia | 70.0 | 2012 | 17,601,985 | 13,883,213 | National Statistical Office of Mongolia |
| MWI | Malawi | 59.2 | 2007 | 2,623,017 | 3,893,922 | Agriculture Statistics Division of the National Statistical Office of Malawi (NSO) |
| MKD | Macedonia | 17.7 | 2006 | 131,066 | 75,708 | State Statistic Office of the Republic of Macedonia |
| MLI | Mali | 158.6 | 2006 | 9,206,601 | 16,522,454 | Ministère de l’Agriculture de L’Elevage et del a Pêche - République du Mali |
| MAR | Morocco | 104.2 | 2008 | 5,178,300 | 5,685,700 | Ministère de l’Agriculture, du Développement Rural et des Pêches Maritimes du Maroc |
| MUS | Mauritius | 15.2 | 2012 | 27,361 | 27,819 | Ministry of Finance & Economic Development, Mauritius |
| MRT | Mauritania | 91.2 | 2007 | 782,450 | 5,500,000 | Office of National Statistics, Mauritania |
| MLT | Malta | 2.2 | 2010 | 4,384 | 5,110 | National Statistics Office of Malta |
| OMN | Oman | 196.6 | 2010 | 1,719,120 | 1,719,120 | Ministry of Agriculture and Fisheries, Sultanate of Oman |
| MNE | Montenegro | 25.6 | 2010 | 35,001 | NA | Statistical office of Montenegro-MONSTAT |
| MEX | Mexico | 247.9 | 2009 | 8,989,262 | 8,993,221 | Sistema Integral de Información y Estadística Agroalimentaria y Pesquera, México |
| MYS | Malaysia | 154.0 | 2012 | 458,646 | 496,194 | Department of Statistics, Malaysia (Jabatan Perangkaan Malaysia) |
| MOZ | Mozambique | 74.4 | 2002 | 933,931 | 3,907,483 | Direccao Nacional De Pecuaria |
| NCL | New Caledonia | 24.4 | 2012 | 3,165 | 8,200 | Institut National de la Statistique et des Études Économiques, France |
| NER | Niger | 177.0 | 2005 | 11,238,266 | 12,722,529 | Ministere des Ressources Animales, Niger |
| VUT | Vanuatu | 45.3 | 2009 | 34,086 | 22,000 | Vanuatu National Statistics Office |
| NGA | Nigeria | 158.7 | 2011 | 65,652,372 | 56,524,075 | National Bureau of Statistics, Nigeria |
| NLD | Netherlands | 23.0 | 2010 | 352,828 | 352,830 | Central Bureau voor de Statistiek, Netherlands |
| NOR | Norway | 28.6 | 2010 | 63,292 | 67,485 | Statistics Norway |
| NPL | Nepal | 44.4 | 2011 | 10,652,326 | 8,844,172 | Central Bureau of Statistics, Nepal |
| NIC | Nicaragua | 30.0 | 2011 | 15,924 | 7,400 | Instituto Nacional de Informacion de Desarrollo, Nicaragua |
| NZL | New Zealand | 65.0 | 2012 | 84,352 | 95,281 | Statistics New Zealand |
| PRY | Paraguay | 37.6 | 2008 | 129,898 | 135,000 | Ministerio de Agricultura y Ganadería, Paraguay |
| PER | Peru | 232.6 | 2012 | 1,946,217 | 1,968,306 | World Organisation for Animal Health - OIE |
| PAK | Pakistan | 83.9 | 2010 | 45,738,255 | 59,858,000 | Agricultural Census Organization, Ministry of Food & Agriculture, Pakistan |
| POL | Poland | 139.5 | 2012 | 89,800 | 122,123 | European Union Statistical Office - EUROSTAT |
| PAN | Panama | 12.3 | 2011 | 8,348 | 8,085 | Instituto Nacional De Estadística y Censo, Panamá |
| PRT | Portugal | 17.9 | 2009 | 405,622 | 419,000 | Instituto Nacional de Estatística - Statistics Portugal |
| GNB | Guinea-Bissau | 65.3 | 2011 | 737,936 | 689,163 | Ministère de l’Agriculture et du Développement Rural, Guinée-Bissau |
| QAT | Qatar | 35.6 | 2012 | 216,048 | 171,622 | World Organisation for Animal Health - OIE |
| REU | Reunion | 10.6 | 2010 | 9,052 | 40,000 | Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France |
| ROU | Romania | 76.2 | 2012 | 1,417,176 | 917,300 | National Institute of Statistics, Romania |
| PHL | Philippines | 13.8 | 2010 | 3,801,523 | 4,177,700 | Bureau of Agricultural Statistics (BAS) |
| PRI | Puerto Rico | 10.7 | 2012 | 4,344 | 3,300 | National Agricultural Statistics Service - United States Department of Agriculture |
| RUS | Russia | 428.9 | 2006 | 2,870,300 | 2,136,639 | Russian Federation - Federal State Statistical Service |
| RWA | Rwanda | 28.5 | 2012 | 3,305,917 | 2,688,273 | World Organisation for Animal Health - OIE |
| SAU | Saudi Arabia | 385.8 | 2012 | 1,075,394 | 3,408,000 | Central Department of Statistics and Information of Kingdom of Saudi Arabia |
| SYC | Seychelles | 2.9 | 2011 | 802 | 5,300 | National Bureau of Statistics, Republic of Seychelles |
| ZAF | South Africa | 369.3 | 2013 | 6,138,146 | 6,274,846 | World Organisation for Animal Health - OIE |
| SEN | Senegal | 77.4 | 2009 | 4,598,303 | 4,754,845 | Agence Nationale de la Statistique et de la Démographie du Sénégal |
| SHN | St. Helena | 11.3 | 2009 | 651 | 1,100 | Agriculture and Natural Resources Department of St Helena |
| SVN | Slovenia | 41.1 | 2010 | 34,864 | 29,896 | Statistical Office of the republic of Slovenia |
| SLE | Sierra Leone | 74.8 | 2015 | 814,269 | 803,000 | Statistics Sierra Leone |
| SOM | Somalia | 92.8 | 2005 | 26,159,567 | 11,500,000 | Food security and Nutrition Analysis Unit (FSAU) |
| ESP | Spain | 8.0 | 2009 | 2,363,460 | 2,903,779 | Instituto Nacional de Estadística, Spain |
| SER | Serbia | 22.2 | 2012 | 230,091 | 128,733 | Statistical Office of Serbia |
| LCA | St. Lucia | 7.9 | 2007 | 8,816 | 9,500 | Ministry of Agriculture, Forestry and Fisheries |
| SDN | Sudan | 136.0 | 2005 | 39,212,654 | 43,441,000 | Ministry of Animal Resources and Fisheries, Sudan |
| SYR | Syria | 116.1 | 2012 | 2,378,105 | 2,057,000 | National Agricultural Policy Center of the Ministry of Agriculture and Agrarian Reform, Syrian Arab Republic |
| CHE | Switzerland | 40.1 | 2009 | 85,131 | 86,987 | Swiss Federal Statistical Office |
| ARE | United Arab Emirates | 101.1 | 2012 | 1,579,165 | 1,883,630 | National Bureau of Statistics, United Arab Emirates |
| THA | Thailand | 82.6 | 2014 | 468,377 | 380,277 | World Organisation for Animal Health - OIE |
| TJK | Tajikistan | 49.8 | 2011 | 1,744,768 | 1,582,811 | Agency for Statistics, Tajikisthan Republik |
| TON | Tonga | 11.6 | 2015 | 1,744 | 12,600 | Ministry of Agriculture, Food, Forests and Fisheries, Tonga |
| TGO | Togo | 107.1 | 2011 | 2,061,700 | 1,915,516 | World Organisation for Animal Health - OIE |
| TUN | Tunisia | 80.5 | 2012 | 1,272,460 | 1,295,940 | Observatoire National de l’Agriculture, Ministère de l’Agriculture de l’Environnement et des Ressources Hydrauliques, Tunisia |
| TUR | Turkey | 29.2 | 2009 | 11,007,764 | 5,128,285 | Turkish Statistical Institute |
| TKM | Turkmenistan | 307.5 | 2012 | 2,402,106 | 2,800,000 | State Committee of Statistics of Turkmenistan |
| TZA | Tanzania, United Republic of | 83.1 | 2009 | 13,649,567 | 13,600,000 | CountryStat FAO United Republic of Tanzania |
| UGA | Uganda | 6.5 | NA | 10,435,223 | 13,207,840 | Uganda Bureau of Statistics |
| GBR | United Kingdom | 45.3 | 2010 | 77,820 | 93,000 | Department for Environment Food & Rural Affairs, U.K. |
| UKR | Ukraine | 154.6 | 2015 | 493,596 | 635,500 | State Statistics Committee of Ukraine |
| USA | United States | 54.6 | 2012 | 2,579,052 | 3,038,000 | National Agricultural Statistics Service - United States Department of Agriculture |
| BFA | Burkina Faso | 78.2 | 2008 | 11,633,992 | 12,342,454 | Bureau Central du Recensement General de l’Agriculture, Burkina Faso |
| URY | Uruguay | 96.8 | 2014 | 5,712 | 16,700 | World Organisation for Animal Health - OIE |
| UZB | Uzbekistan | 179.3 | 2007 | 2,021,696 | 2,281,300 | State Statistics Committee of the Republic of Uzbekistan |
| VEN | Venezuela | 57.3 | 2007 | 1,057,056 | 1,417,718 | Ministerio del Poder Popular para la Agricultura y Tierras - Venezuela |
| NAM | Namibia | 252.4 | 2010 | 2,131,929 | 2,100,000 | World Organisation for Animal Health - OIE |
| WST | West Bank | 23.0 | 2004 | 387,274 | NA | Palestinian Central Bureau of Statistics. Ramallah, Palestine |
| ESH | Western Sahara | 367.3 | 2009 | 282,737 | 175,000 | Direction de la Statistique du Maroc |
| WSM | Western Samoa | 53.8 | 2009 | 128 | NA | Samoa Bureau of Statistics |
| SWZ | Swaziland | 65.9 | 2013 | 458,516 | 275,000 | World Organisation for Animal Health - OIE |
| YEM | Yemen | 154.9 | 2013 | 9,255,373 | 9,016,000 | Ministry of Agriculture and Irrigation, Republic of Yemen |
| ZMB | Zambia | 302.9 | 2009 | 636,419 | 2,200,000 | Department of Research and Specialist Services, Zambia |
| ZWE | Zimbabwe | 82.6 | 2008 | 3,170,533 | 2,702,800 | Department of Livestock and Veterinary Services |
| Reference | |
|---|---|
| AFG | Afghanistan – National Livestock Census 2002-2003 –- Final Report (http://reliefweb.int/sites/reliefweb.int/files/resources/58C374339FC582F149256DF30009D60F-fao-afg-4dec.pdf) |
| DZA | Direction des Services Vétérinaires - Ministère de l’Agriculture et du Développement rural, 2003 |
| AZE | The Agriculture of Azerbaijan 2015 - Statistical Yearbook (http://www.stat.gov.az/menu/6/statistical_yearbooks/indexen.php) |
| ALB | Statistical Yearbook of the Ministry of Agriculture 2012 (http://www.instat.gov.al/en/themes/agriculture,-forestry-and-fishery.aspx?tab=tabs-5) |
| ARM | Atlas The Republic of Armenia by the Regions and Yerevan City, 2015 (http://www.armstat.am/en/?nid=589) |
| AND | Cabana Ramadera per Tipus i Parròquia, 2011-2012 (http://www.estadistica.ad/serveiestudis/web/index.asp) |
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| ARG | Censo Nacional Agropecuario 2008 (http://www.indec.mecon.ar/desaweb/nivel4_default.asp?id_tema_1=3&id_tema_2=8&id_tema_3=87) |
| AUS | 2010-11 Agricultural Census (http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/7121.02010-11#Publications) |
| AUT | Agricultural Census 2010 (http://statcube.at/superwebguest/login.do?guest=guest&db=deas1002) |
| BWA | Annual Agricultural Survey Report 2014 (http://www.statsbots.org.bw/sites/default/files/publications/Annual%20Agriculture%20Survey%20%202014.pdf) |
| BEL | Farm structure survey (FSS) 2010 (http://ec.europa.eu/eurostat/statistics-explained/index.php/Agricultural_census_in_Belgium) |
| BGD | Agriculture Census Report 2008 - online data http://www.bbs.gov.bd/home.aspx |
| BLZ | Belize: World Animal Health Information Database (WAHID) - Animal Population 2010-2011 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| BIH | Number of animals from Federalni |
| BOL | Censo Nacional Agropecuario 2013 (http://datos.ine.gob.bo/binbol/RpWebEngine.exe/Portal?BASE=CNA2013&lang=ESP) |
| MMR | Myanmar Farm Animal Resources:Numbers and Distributions from Administrative Returns, 2011/12 |
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| BLR | Number of sheep, goats and poultry in farms of all types by regions and districts 2001-2011 |
| BRA | Produção da Pecuária Municipal - 2014 (http://www.ibge.gov.br/home/estatistica/economia/ppm/2014/default.shtm) |
| BTN | Livestock Statistics 2013 (http://www.moaf.gov.bt/download/Statisitcs/#wpfb-cat-2) |
| BGR | Agricultural Census 2010 (http://www.mzh.government.bg/MZH/ShortLinks/SelskaPolitika/Agrostatistics/Structure_agricultural_holdings/Results.aspx) |
| BDI | Monographies des les Communes, 2006 |
| CAN | 2011 Census of Agriculture (http://www.statcan.gc.ca/ca-ra2011/index-eng.htm) |
| KHM | Cambodia Livestock Census 2011 |
| TCD | Chad: World Animal Health Information Database (WAHID) - Animal Population 2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| LKA | Livestock Population by Type and by District - 2013 - 2014 (http://www.statistics.gov.lk/agriculture/Livestock/LivestockPopulationSubnational.html) |
| COG | Enquete Agricole Pilote, Campagne Agricole 1999-2000 |
| COD | Preliminary census data from SADC and Eastern Africa |
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| CHL | Censo Agropecuario y Forestal 2007 (http://www.ine.cl/canales/chile_estadistico/censos_agropecuarios/censo_agropecuario_07_comunas.php) |
| CMR | CountrySTAT - Food and agriculture data network: Cameroon |
| COM | Rapport National Sur l’Etat des Ressources Genetiques Animales (Comores) |
| COL | Colombia: World Animal Health Information Database (WAHID) - Animal Population 2014 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| MNP | National Agricultural Census 2007 (http://www.agcensus.usda.gov/Publications/2007/Full_Report/) |
| CRI | VI Censo Nacional Agropecuario, 2014 (http://www.inec.go.cr/flipbook/cenagrotomoIII/index.html) |
| CUB | Anuarios Estadísticos Provinciales 2012 - Edición 2013 (http://www.one.cu/aed2012.htm) |
| CPV | Recenseamento general da Agricultura, 2004 |
| COK | Census of Agriculture & Fisheries, Cook Islands 2011 (http://www.mfem.gov.ck/docs/Stats/2012/Census/2011%20Cook%20Islands%20Population%20Census%20Report.pdf) |
| CYP | Census of Agriculture 2010 (http://www.mof.gov.cy/mof/cystat/statistics.nsf/All/DE20AEA98C4DD6EEC22577A50041F0B8/$file/AGRICULTURE_CENSUS-2010-100314.pdf?OpenElement) |
| DNK | -9999 |
| ECU | III Censo Nacional Agropecuario |
| EGY | Estimated numbers of livestock and animals by Governorate, 2010 |
| IRL | Census of Agriculture 2010 (http://www.cso.ie/en/media/csoie/releasespublications/documents/agriculture/2010/full2010.pdf) |
| EST | 2010 Agricultural Census. Statistical database (http://pub.stat.ee/px-web.2001/Database/Majandus/13Pellumajandus/04Pellumajanduslike_majapidamiste_struktuur/02Loomakasvatus/02Loomakasvatus.asp) |
| ERI | Giews special reports (http://www.fao.org/docrep/005/y7678e/y7678e00.htm) |
| SLV | IV Censo Agropecuario 2007-2008 |
| ETH | Agricultural Census 2001-2002 (http://213.55.92.105/nada3/index.php/ddibrowser/174) |
| CZE | Agrocensus regions: Farm Structure Survey and Survey on Agricultural Production Methods 2010 (http://www.czso.cz/csu/2012edicniplan.nsf/engp/2127-12) |
| GUF | Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/) |
| FIN | Statistics database: Number of livestock by municipality 2014 (http://statdb.luke.fi/PXWeb/pxweb/en/LUKE/LUKE__02%20Maatalous__04%20Tuotanto__12%20Kotielainten%20lukumaara/?tablelist=true&rxid=001bc7da-70f4-47c4-a6c2-c9100d8b50db) |
| FJI | National Agricultural Census 2009 report (http://www.fao.org/fileadmin/templates/ess/ess_test_folder/World_Census_Agriculture/Country_info_2010/Reports/Reports_3/FJI_ENG_REP_2009.pdf) |
| FLK | Statistics Book 2010 |
| FRA | Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/) |
| GMB | Report of the Agricultural Census of The Gambia 2001/2002 Volume 1 and Volume 2 |
| GAB | Agro-ecological distributions for Africa ( (Data CD) |
| GEO | First National Agricultural Census 2004 in Georgia (http://geostat.ge/cms/site_images/_files/english/agriculture/census/section7.pdf) |
| GHA | Rural Income Generating Activities (RIGA) Database - Ghana 2005 (rural subset) |
| DEU | Census of Agriculture 2010 |
| GLP | Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/) |
| GUM | USDA - NASS, 2002 (http://www.agcensus.usda.gov/Publications/2002/index.php) |
| GRC | Farm Structure Survey (FSS): Holdings and number of animals / 2013 (http://www.statistics.gr/en/statistics/-/publication/SPK12/-) |
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| GIN | Enquete Agricole, Resultats. Conakry, Republique de Guinee |
| GZS | Agricultural Statistics 2003/2004 |
| HTI | Rècensement Général de l’Agriculture (RGA) 2008/2009 (http://www.agriculture.gouv.ht/view/01/?-Recensement-General-de-l,36-) |
| HRV | Agricultural Census 2003 (http://www.dzs.hr/Eng/censuses/Agriculture2003/census_agr.htm) |
| HUN | Agricultural Census 2010 (https://www.ksh.hu/agricultural_census_fss_2010) |
| IDN | Data Sensus Pertanian 2013 (http://st2013.bps.go.id/dev2/index.php) |
| IND | 19th Livestock Census - 2012, all india report (http://www.dahd.nic.in/dahd/WriteReadData/Livestock.pdf) |
| IRN | Iran Statistical Yearbook 2011-2012 (1390) (https://www.amar.org.ir/Default.aspx?tabid=2156) |
| ISR | Annual tables from publication: agriculture in Israel 2001-2003 |
| ITA | Censimento Agricultura 2010 (http://dati-censimentoagricoltura.istat.it) |
| CIV | Recensement National de l’Agriculture, 2001 |
| IRQ | Iraq: World Animal Health Information Database (WAHID) - Animal Population 2008-2010 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| JPN | Japan: World Animal Health Information Database (WAHID) - Animal Population 2007-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| JAM | Livestock Summary Report, 2009 |
| JOR | The Agricultural Census 2007 (http://www.dos.gov.jo/dos_home_e/main/index.htm) |
| KEN | Population and Housing Census 2009. Livestock Population by Type and District (http://www.knbs.or.ke/index.php?option=com_phocadownload&view=category&id=109:population-and-housing-census-2009&Itemid=599) |
| KGZ | Results of the first agricultural census of the Kyrgyz republic of 2003.(Second Stage).Publication I livestock Production. Bishkek 2004. |
| KOR | Republic of Korea: World Animal Health Information Database (WAHID) - Animal Population 2012 - 2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| KWT | Annual Agricultural Statistics 2013-2014 (http://www.csb.gov.kw/Socan_Statistic_EN.aspx?ID=42) |
| KAZ | Basic indicators for 2003-2012 (http://www.eng.stat.kz/digital/Agriculture/Pages/default.aspx) |
| LAO | Lao Livestock census Data 2011/12 In: PDR Farm Animal Distributions, 2011: Comparative Maps of Agricultural Census and Administrative Returns |
| LBN | Green Project and Agriculture, 2010 |
| LVA | Results of the 2010 Agricultural Census in Latvia (http://www.csb.gov.lv/en/dati/agricultural-census-2010-30766.html) |
| LTU | Number of livestock by administrative territory, 2011 |
| LBR | Regional Agricultural Statistics of Liberia, 2011 |
| SVK | Livestock by territory, Products and period (http://px-web.statistics.sk/PXWebSlovak/index_en.htm) - last access 05/2014 |
| LIE | Landwirtschaftsstatistik 2009 (http://www.llv.li/amtsstellen/llv-as-publikationsarchiv/llv-as-publikationen-landwirtschaft.htm) |
| LSO | Lesotho Livestock Statistics Report 2013/2014 |
| LBY | Department of Animal Production - 2013 Data |
| MDG | Recensement de l’agriculture (RA) Campagne agricole 2004-2005 |
| MTQ | Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/) |
| MDA | Statistical Yearbook of the Republic of Moldova 2013. Online data (last access 06/2014): http://www.statistica.md/pageview.php?l=en&idc=263&id=2193 |
| MYT | Recensement Agricole 2010 |
| MNG | Number of livestock by type, by regions, soums, aimags and the Capital - data online (MONSIS): http://www.1212.mn/en/ - last access June 2013 |
| MWI | National Census of Agriculture and Livestock (October 2006 - October 2007) |
| MKD | Census of Agriculture 2007 (http://www.stat.gov.mk/PrikaziPublikacija_en.aspx?id=51&rbr=205) |
| MLI | Politique Nationale de Developpement de l’Elevage - Cellule de Planification et Statistique du MAEP (data online available feb07) |
| MAR | Maroc Regions 2008 |
| MUS | Digest of Agricultural Statistics 2012 (http://statsmauritius.gov.mu/English/StatsbySubj/Documents/Digest%20of%20Agriculture%202012_vetted.pdf) |
| MRT | Monographies Des Regiones |
| MLT | Census of Agriculture 2010 (http://www.nso.gov.mt/statdoc/document_file.aspx?id=3360) |
| OMN | Agricultural Statistics Year Book, 2010 (http://maf.gov.om/Download.ashx?File=FCKupload/File/15394.pdf) |
| MNE | Agriculture Census 2010 (http://www.monstat.org/eng/page.php?id=58&pageid=58) |
| MEX | online available data: 09/2011 access |
| MYS | Selected Agricultural Indicators 2013 (Indikator Pertanian Terpilih 2013) (http://www.statistics.gov.my/portal/index.php?option=com_content&view=article&id=1834:free-download&catid=61&Itemid=111&lang=bm) |
| MOZ | Annual Reports, 2003 |
| NCL | Recensement Général Agricole (RGA) 2012 (http://www.isee.nc/economie-entreprises/entreprises-secteurs-d-activites/agriculture-peche-aquaculture) |
| NER | Recensement Général de l’Agriculture et du Cheptel. Volume II. Résultats Définitifs (Volet cheptel) . Juin 2007. (Projet GCP/NER/041/EC) |
| VUT | 2009 National Population and Housing Census |
| NGA | National Agriculture Sample Survey (NASS) 2010/2011 |
| NLD | Agriculture: crops, livestock and land use by general far type, region - 2011 |
| NOR | Agricultural Census 2010 (http://www.ssb.no/en/jord-skog-jakt-og-fiskeri/artikler-og-publikasjoner/landbruksteljing-2010) |
| NPL | National Census of Agriculture 2011-2012 (http://cbs.gov.np/?p=2567) |
| NIC | IV CENAGRO - Censo Nacional Agropecuario 2011 (http://www.inide.gob.ni/) |
| NZL | 2012 Agricultural Census (http://www.stats.govt.nz/browse_for_stats/industry_sectors/agriculture-horticulture-forestry/2012-agricultural-census-tables.aspx) |
| PRY | Censo Agropecuario Nacional 2008 |
| PER | Peru: World Animal Health Information Database (WAHID) - Animal Population 2011-2012 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| PAK | Agricultural Census 2010 (http://www.pbs.gov.pk/content/agricultural-census-2010-pakistan-report) |
| POL | Agr_r_animal-Animal populations (http://epp.eurostat.ec.europa.eu/portal/page/portal/statistics/search_database?_piref458_1209540_458_211810_211810.node_code=agr_r_animal - last access sept 2013) |
| PAN | VII Censo Nacional Agropecuario. Resultados Finales |
| PRT | Agricultural Census 2009 (http://ra09.ine.pt/xportal/xmain?xpid=RA2009&xpgid=ra_home) |
| GNB | Synthèse des résultats du Recensement National de l’ Elevage en Guinée-Bissau |
| QAT | Qatar: World Animal Health Information Database (WAHID) - Animal Population 2009-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| REU | Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/) |
| ROU | Tempo online data base/Agriculture/Livestock and animal production 2013-2014 (https://statistici.insse.ro/shop/?lang=en) |
| PHL | Livestock survey Philippines 2010 |
| PRI | 2012 Census of Agriculture (http://www.agcensus.usda.gov/Publications/2012/) |
| RUS | Russia Agricultural Census, 2006 |
| RWA | Rwanda: World Animal Health Information Database (WAHID) - Animal Population 2012 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| SAU | Statistical Yearbook 1434/1435 AH (2013 AD) (http://www.cdsi.gov.sa/yb49/) |
| SYC | Census of Agriculture 2011 (http://www.nbs.gov.sc/archives/448) |
| ZAF | South Africa: World Animal Health Information Database (WAHID) - Animal Population 2012-2014 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| SEN | Live Data Base LDB (http://www.ansd.sn/publications_SES_region.html) |
| SHN | Livestock Census 2009 |
| SVN | Agricultural Census Slovenia 2010 (http://www.stat.si/eng/novica_prikazi.aspx?id=4594) |
| SLE | Population and Housing Census 2015 - Summary of final results (https://www.statistics.sl/wp-content/uploads/2017/01/final-results_-2015_population_and_housing_census.pdf) |
| SOM | Projections for 2005 |
| ESP | Censo Agrario 2009 (http://www.ine.es/CA/Inicio.do) |
| SER | Agricultural Census 2012 (http://webrzs.stat.gov.rs/WebSite/public/ReportView.aspx) |
| LCA | Census of Agriculture - Final report 2007 |
| SDN | Estimates supplied by Veterinary staff at Ministry of Animal Resources for 2005 |
| SYR | Syrian Agricultural Database (SAD), 2005-2012 (http://www.napcsyr.net/caf/collections?version=syrdb&subset=agriculture) |
| CHE | Recensement des enterprises agricoles,1999-2009 |
| ARE | Livestock 2012 (http://www.uaestatistics.gov.ae/EnglishHome/ReportDetailsEnglish/tabid/121/Default.aspx?ItemId=2341&PTID=104&MenuId=1) |
| THA | Thailand: World Animal Health Information Database (WAHID) - Animal Population 2007-2014 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| TJK | Regions of Tajikisthan Republic, 2012 (http://stat.tj/en/img/2336a7fa84c06406cfe3606ccfe6d58a_1356711960.pdf) |
| TON | Tonga National Agricultural Census 2015 (http://www.fao.org/fileadmin/templates/ess/ess_test_folder/World_Census_Agriculture/Country_info_2010/Reports/Reports_5/TON_ENG_REP_2015.pdf) |
| TGO | Togo: World Animal Health Information Database (WAHID) - Animal Population 2008-2011 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| TUN | La production Animale en 2012 (http://www.onagri.nat.tn/statistiques) |
| TUR | Livestock Database 2015 (https://biruni.tuik.gov.tr/hayvancilikapp/hayvancilik_ing.zul) |
| TKM | Statistical Yearbook of Turkmenistan 2012 (http://www.stat.gov.tm/assets/social/Yearbook_2012.pdf) |
| TZA | CountryStat FAO United Republic of Tanzania |
| UGA | The National Livestock Census 2008 (http://www.agriculture.go.ug/userfiles/National%20Livestock%20Census%20Report%202009.pdf) |
| GBR | Agricultural Census 2010 (http://ec.europa.eu/eurostat/statistics-explained/index.php/Agricultural_census_in_the_United_Kingdom) |
| UKR | Livestock in Ukraine (http://ukrstat.org/en/druk/publicat/kat_e/publ4_e.htm) |
| USA | 2012 Census of Agriculture (http://www.agcensus.usda.gov/Publications/2012/) |
| BFA | Recensement General de l’Agriculture 2006-2010 (http://www.sisa.bf/index.php?option=com_content&view=article&id=112&Itemid=127) |
| URY | Uruguay: World Animal Health Information Database (WAHID) - Animal Population 2014 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| UZB | Livestock Production in Uzbekistan: Current State, Challenges and Prospects, 2010. (http://ced.uz/userfiles/files/2009-YY-8-en.pdf, Last access 10/07/2015) |
| VEN | VII Censo Agrícola - 2007 |
| NAM | Namibia: World Animal Health Information Database (WAHID) - Animal Population 2008-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| WST | Agricultural Statistics 2002/2003 |
| ESH | Annuaires Statistiques des Regions |
| WSM | Agriculture Census - Analytical Report 2009 (http://www.fao.org/fileadmin/templates/ess/ess_test_folder/World_Census_Agriculture/Country_info_2010/Reports/Reports_4/WSM_ENG_REPa_2009.pdf) |
| SWZ | Swaziland: World Animal Health Information Database (WAHID) - Animal Population 2012-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation) |
| YEM | Agricultural Statistics Year Book 2013 (http://agricultureyemen.com/page.php?id=463) |
| ZMB | National Livestock Census by Province 1994 to 2009 |
| ZWE | Livestock Census Summary |